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Famularo S, Milana F, Ardito F, Cipriani F, Vitale A, Lauterio A, Serenari M, Fontana A, Nicolini D, Giuffrida M, Garancini M, Dominioni T, Zanello M, Perri P, Lai Q, Conci S, Molfino S, Giglio M, LaBarba G, Ferrari C, Conticchio M, Germani P, Romano M, Patauner S, Belli A, Zimmitti G, Antonucci A, Fumagalli L, Troci A, De Angelis M, Boccia L, Crespi M, Hilal MA, Izzo F, Frena A, Zanus G, Tarchi P, Memeo R, Griseri G, Ercolani G, Troisi R, Baiocchi GL, Ruzzenente A, Rossi M, Grazi GL, Jovine E, Maestri M, Romano F, Valle RD, Vivarelli M, Ferrero A, Cescon M, De Carlis L, Cillo U, Aldrighetti L, Giuliante F, Torzilli G. Laparoscopic versus open resection for hepatocellular carcinoma according to the procedure's complexity: real-world weighted data from a national register. HPB (Oxford) 2025; 27:511-522. [PMID: 39800599 DOI: 10.1016/j.hpb.2024.12.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 11/25/2024] [Accepted: 12/23/2024] [Indexed: 02/02/2025]
Abstract
BACKGROUND Minimal access liver surgery (MALS) is considered superior to open liver resection (OLR) in reducing the perioperative risk in patients affected by hepatocellular carcinoma (HCC). No national-level comparisons exist based on procedure complexity. This study aims to compare postoperative complications, postoperative ascites (POA), and major complications (MC) between MALS and OLR. METHODS Data were retrieved from the Italian HE. RC.O.LE.S. registry. Patients were categorized into OLR or MALS groups and stratified by complexity grade (CP1, CP2, CP3). An inverse probability weighting (IPW) was performed to ensure balanced comparisons. RESULTS From 2008 to 2021, 4738 patients were included: 1596 (33.7 %) underwent MALS, and 3142 (66.3 %) underwent OLR. CP1 procedures were conducted in 2522 cases (53.2 %), CP2 in 974 cases (20.5 %), and CP3 in 1242 cases (26.2 %). For CP1, MALS was associated with reduced POA (OR 0.356, 95%CI:0.29-0.43, p < 0.001), and MC (OR 0.738, 95%CI:0.59-0.91, p: 0.006). In CP2, MALS showed association with MC (OR 0.557, 95%CI:0.37-0.82, p:0.004), but not with POA. For CP3, MALS was associated with increased MC risk (OR 1.441, 95%CI:1.10-1.88, p:0.008). Low-volume centers had significantly higher MC risks after CP2 and CP3 procedures than medium or high-volume centers. CONCLUSION In CP1 and CP2 procedures, MALS was proven advantageous in reducing POA and MC. Among CP3, MALS increased the risk of MC, but not among high-volume centres.
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Affiliation(s)
- Simone Famularo
- Hepatobiliary Surgery Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Catholic University of the Sacred Heart, Rome, Italy.
| | - Flavio Milana
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Francesco Ardito
- Hepatobiliary Surgery Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Catholic University of the Sacred Heart, Rome, Italy
| | - Federica Cipriani
- Hepatobiliary Surgery Division, "Vita e Salute" University, Ospedale San Raffaele IRCCS, Milano, Italy
| | - Alessandro Vitale
- Department of Surgical, Oncological and Gastroenterological Sciences (DiSCOG), University of Padova, Second General Surgical Unit, Padova Teaching Hospital, Padua, Italy
| | - Andrea Lauterio
- Department of General and Transplant Surgery, Grande Ospedale Metropolitano Niguarda, Milan, Italy; School of Medicine and Surgery, University of Milan-Bicocca, Milan, Italy
| | - Matteo Serenari
- Hepato-biliary Surgery and Transplant Unit, Policlinico Sant'Orsola IRCCS, Department of Medical and Surgical Sciences, University of Bologna, Italy
| | - Andrea Fontana
- Department of General and Oncological Surgery, Mauriziano Hospital "Umberto I", Turin, Italy
| | - Daniele Nicolini
- HPB Surgery and Transplantation Unit, Department of Clinical and Experimental Medicine, Polytechnic University of Marche, Ancona, Italy
| | - Mario Giuffrida
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Mattia Garancini
- School of Medicine and Surgery, University of Milano-Bicocca, San Gerardo Hospital, Monza, Italy
| | - Tommaso Dominioni
- Unit of General Surgery 1, University of Pavia and Foundation, IRCCS Policlinico San Matteo, Pavia, Italy
| | - Matteo Zanello
- Alma Mater Studiorum, University of Bologna, AOU Sant'Orsola Malpighi, IRCCS at Maggiore Hospital, Bologna, Italy
| | - Pasquale Perri
- Division of Hepatobiliarypancreatic Unit, IRCCS - Regina Elena National Cancer Institute, Rome, Italy
| | - Quirino Lai
- General Surgery and Organ Transplantation Unit, Sapienza University of Rome, Umberto I Polyclinic of Rome, Rome, Italy
| | - Simone Conci
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, Verona, Italy
| | - Sarah Molfino
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Mariano Giglio
- Division of Hepato-biliary-pancreatic, Minimally Invasive and Robotic Surgery, Transplantation Service Federico II University Hospital, Naples, Italy
| | - Giuliano LaBarba
- General and Oncologic Surgery, Morgagni-Pierantoni Hospital, Department of Medical and Surgical Sciences, University of Bologna Forlì, Italy
| | | | - Maria Conticchio
- Department of Hepato-Pancreatic-Biliary Surgery, Miulli Hospital, Bari, Italy
| | - Paola Germani
- Division of General Surgery, Department of Medical and Surgical Sciences, ASUGI, Trieste, Italy
| | - Maurizio Romano
- Department of Surgical, Oncological and Gastroenterological Science (DISCOG), University of Padua, Hepatobiliary and Pancreatic Surgery Unit, Treviso Hospital, Italy
| | - Stefan Patauner
- Department of General and Pediatric Surgery, Bolzano Central Hospital, Bolzano, Italy
| | - Andrea Belli
- Division of Epatobiliary Surgical Oncology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, Naples, Italy
| | - Giuseppe Zimmitti
- Department of General Surgery, Poliambulanza Foundation Hospital, Brescia, Italy
| | | | - Luca Fumagalli
- Department of Emergency and Robotic Surgery, ASST Lecco, Lecco, Italy
| | - Albert Troci
- Department of Surgery, L. Sacco Hospital, Milan, Italy
| | | | - Luigi Boccia
- Department of General Surgery, Ospedale Carlo Poma, Mantua, Italy
| | | | - Moh'd A Hilal
- Department of General Surgery, Poliambulanza Foundation Hospital, Brescia, Italy
| | - Francesco Izzo
- Division of Epatobiliary Surgical Oncology, Istituto Nazionale Tumori IRCCS Fondazione Pascale-IRCCS di Napoli, Naples, Italy
| | - Antonio Frena
- Department of General and Pediatric Surgery, Bolzano Central Hospital, Bolzano, Italy
| | - Giacomo Zanus
- Department of Surgical, Oncological and Gastroenterological Science (DISCOG), University of Padua, Hepatobiliary and Pancreatic Surgery Unit, Treviso Hospital, Italy
| | - Paola Tarchi
- Division of General Surgery, Department of Medical and Surgical Sciences, ASUGI, Trieste, Italy
| | - Riccardo Memeo
- Department of Hepato-Pancreatic-Biliary Surgery, Miulli Hospital, Bari, Italy
| | - Guido Griseri
- HPB Surgical Unit, San Paolo Hospital, Savona, Italy
| | - Giorgio Ercolani
- General and Oncologic Surgery, Morgagni-Pierantoni Hospital, Department of Medical and Surgical Sciences, University of Bologna Forlì, Italy
| | - Roberto Troisi
- Division of Hepato-biliary-pancreatic, Minimally Invasive and Robotic Surgery, Transplantation Service Federico II University Hospital, Naples, Italy
| | - Gian L Baiocchi
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Andrea Ruzzenente
- Division of General and Hepatobiliary Surgery, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, Verona, Italy
| | - Massimo Rossi
- General Surgery and Organ Transplantation Unit, Sapienza University of Rome, Umberto I Polyclinic of Rome, Rome, Italy
| | - Gian L Grazi
- HepatoBiliaryPancreatic Unit, AOU Careggi, University of Florence, Florence, Italy
| | - Elio Jovine
- Alma Mater Studiorum, University of Bologna, AOU Sant'Orsola Malpighi, IRCCS at Maggiore Hospital, Bologna, Italy
| | - Marcello Maestri
- Unit of General Surgery 1, University of Pavia and Foundation, IRCCS Policlinico San Matteo, Pavia, Italy
| | - Fabrizio Romano
- School of Medicine and Surgery, University of Milano-Bicocca, San Gerardo Hospital, Monza, Italy
| | - Raffaele D Valle
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Marco Vivarelli
- HPB Surgery and Transplantation Unit, Department of Clinical and Experimental Medicine, Polytechnic University of Marche, Ancona, Italy
| | - Alessandro Ferrero
- Department of General and Oncological Surgery, Mauriziano Hospital "Umberto I", Turin, Italy
| | - Matteo Cescon
- Hepato-biliary Surgery and Transplant Unit, Policlinico Sant'Orsola IRCCS, Department of Medical and Surgical Sciences, University of Bologna, Italy
| | - Luciano De Carlis
- Department of General and Transplant Surgery, Grande Ospedale Metropolitano Niguarda, Milan, Italy; School of Medicine and Surgery, University of Milan-Bicocca, Milan, Italy
| | - Umberto Cillo
- Department of Surgical, Oncological and Gastroenterological Sciences (DiSCOG), University of Padova, Second General Surgical Unit, Padova Teaching Hospital, Padua, Italy
| | - Luca Aldrighetti
- Hepatobiliary Surgery Division, "Vita e Salute" University, Ospedale San Raffaele IRCCS, Milano, Italy
| | - Felice Giuliante
- Hepatobiliary Surgery Unit, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Catholic University of the Sacred Heart, Rome, Italy
| | - Guido Torzilli
- Department of Hepatobiliary and General Surgery, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.
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Marcellinaro R, Spoletini D, Grieco M, Avella P, Cappuccio M, Troiano R, Lisi G, Garbarino GM, Carlini M. Colorectal Cancer: Current Updates and Future Perspectives. J Clin Med 2023; 13:40. [PMID: 38202047 PMCID: PMC10780254 DOI: 10.3390/jcm13010040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 12/12/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
Colorectal cancer is a frequent neoplasm in western countries, mainly due to dietary and behavioral factors. Its incidence is growing in developing countries for the westernization of foods and lifestyles. An increased incidence rate is observed in patients under 45 years of age. In recent years, the mortality for CRC is decreased, but this trend is slowing. The mortality rate is reducing in those countries where prevention and treatments have been implemented. The survival is increased to over 65%. This trend reflects earlier detection of CRC through routine clinical examinations and screening, more accurate staging through advances in imaging, improvements in surgical techniques, and advances in chemotherapy and radiation. The most important predictor of survival is the stage at diagnosis. The screening programs are able to reduce incidence and mortality rates of CRC. The aim of this paper is to provide a comprehensive overview of incidence, mortality, and survival rate for CRC.
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Affiliation(s)
- Rosa Marcellinaro
- Department of General Surgery, S. Eugenio Hospital, 00144 Rome, Italy; (D.S.); (M.G.); (R.T.); (G.L.); (M.C.)
| | - Domenico Spoletini
- Department of General Surgery, S. Eugenio Hospital, 00144 Rome, Italy; (D.S.); (M.G.); (R.T.); (G.L.); (M.C.)
| | - Michele Grieco
- Department of General Surgery, S. Eugenio Hospital, 00144 Rome, Italy; (D.S.); (M.G.); (R.T.); (G.L.); (M.C.)
| | - Pasquale Avella
- Department of Clinical Medicine and Surgery, University of Naples “Federico II”, 80138 Naples, Italy; (P.A.); (M.C.)
- Hepatobiliary and Pancreatic Surgery Unit, Pineta Grande Hospital, Castel Volturno, 81030 Caserta, Italy
| | - Micaela Cappuccio
- Department of Clinical Medicine and Surgery, University of Naples “Federico II”, 80138 Naples, Italy; (P.A.); (M.C.)
| | - Raffaele Troiano
- Department of General Surgery, S. Eugenio Hospital, 00144 Rome, Italy; (D.S.); (M.G.); (R.T.); (G.L.); (M.C.)
| | - Giorgio Lisi
- Department of General Surgery, S. Eugenio Hospital, 00144 Rome, Italy; (D.S.); (M.G.); (R.T.); (G.L.); (M.C.)
| | - Giovanni M. Garbarino
- Department of General Surgery, S. Eugenio Hospital, 00144 Rome, Italy; (D.S.); (M.G.); (R.T.); (G.L.); (M.C.)
| | - Massimo Carlini
- Department of General Surgery, S. Eugenio Hospital, 00144 Rome, Italy; (D.S.); (M.G.); (R.T.); (G.L.); (M.C.)
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Avella P, Cappuccio M, Cappuccio T, Rotondo M, Fumarulo D, Guerra G, Sciaudone G, Santone A, Cammilleri F, Bianco P, Brunese MC. Artificial Intelligence to Early Predict Liver Metastases in Patients with Colorectal Cancer: Current Status and Future Prospectives. Life (Basel) 2023; 13:2027. [PMID: 37895409 PMCID: PMC10608483 DOI: 10.3390/life13102027] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 10/05/2023] [Accepted: 10/07/2023] [Indexed: 10/29/2023] Open
Abstract
BACKGROUND Artificial Intelligence (AI)-based analysis represents an evolving medical field. In the last few decades, several studies have reported the diagnostic efficiency of AI applied to Computed Tomography (CT) and Magnetic Resonance Imaging (MRI) to early detect liver metastases (LM), mainly from colorectal cancer. Despite the increase in information and the development of different procedures in several radiological fields, an accurate method of predicting LM has not yet been found. This review aims to compare the diagnostic efficiency of different AI methods in the literature according to accuracy, sensibility, precision, and recall to identify early LM. METHODS A narrative review of the literature was conducted on PubMed. A total of 336 studies were screened. RESULTS We selected 17 studies from 2012 to 2022. In total, 14,475 patients were included, and more than 95% were affected by colorectal cancer. The most frequently used imaging tool to early detect LM was found to be CT (58%), while MRI was used in three cases. Four different AI analyses were used: deep learning, radiomics, machine learning, and fuzzy systems in seven (41.18%), five (29.41%), four (23.53%), and one (5.88%) cases, respectively. Four studies achieved an accuracy of more than 90% after MRI and CT scan acquisition, while just two reported a recall rate ≥90% (one method using MRI and CT and one CT). CONCLUSIONS Routinely acquired radiological images could be used for AI-based analysis to early detect LM. Simultaneous use of radiomics and machine learning analysis applied to MRI or CT images should be an effective method considering the better results achieved in the clinical scenario.
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Affiliation(s)
- Pasquale Avella
- HPB Surgery Unit, Pineta Grande Hospital, Castel Volturno, 81030 Caserta, Italy;
- Department of Clinical Medicine and Surgery, University of Naples “Federico II”, 80131 Naples, Italy
| | - Micaela Cappuccio
- Department of Clinical Medicine and Surgery, University of Naples “Federico II”, 80131 Naples, Italy
| | - Teresa Cappuccio
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (T.C.); (M.R.); (D.F.); (G.G.); (G.S.); (A.S.); (M.C.B.)
| | - Marco Rotondo
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (T.C.); (M.R.); (D.F.); (G.G.); (G.S.); (A.S.); (M.C.B.)
| | - Daniela Fumarulo
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (T.C.); (M.R.); (D.F.); (G.G.); (G.S.); (A.S.); (M.C.B.)
| | - Germano Guerra
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (T.C.); (M.R.); (D.F.); (G.G.); (G.S.); (A.S.); (M.C.B.)
| | - Guido Sciaudone
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (T.C.); (M.R.); (D.F.); (G.G.); (G.S.); (A.S.); (M.C.B.)
| | - Antonella Santone
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (T.C.); (M.R.); (D.F.); (G.G.); (G.S.); (A.S.); (M.C.B.)
| | | | - Paolo Bianco
- HPB Surgery Unit, Pineta Grande Hospital, Castel Volturno, 81030 Caserta, Italy;
| | - Maria Chiara Brunese
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (T.C.); (M.R.); (D.F.); (G.G.); (G.S.); (A.S.); (M.C.B.)
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